Which Infrastructure AI tool is better in 2026?
Efficient general-purpose foundation models built for edge, on-device, and cloud deployment at every scale.
European sovereign AI infrastructure
| Liquid AI | Nscale | |
|---|---|---|
| Tagline | Efficient general-purpose foundation models built for edge, on-device, and cloud deployment at every scale. | European sovereign AI infrastructure |
| Founded | 2023 | 2024 |
| HQ | Boston, US | London, GB |
| Employees | 51-200 | 200-500 |
| Total funding | $300M | $3.1B |
| Latest round | series-b | Series C · Mar 2026 |
| Valuation | — | $14.6B |
| Cheapest paid plan | — | — |
| Free plan | ✓ Playground | ✗ |
| Free trial | ✓ | ✗ |
| Top tier price | Enterprise · Contact sales | Enterprise / Custom · Contact sales |
| Pricing summary | 2 published plans | 2 published plans |
| Categories |
Developer-facing capabilities and access signals for Liquid AI and Nscale.
| Capability | Liquid AI | Nscale |
|---|---|---|
| MCP support | ✗ | ✗ |
| Public API | ✗ | ✓ |
| Webhooks | ✗ | ✗ |
| OAuth 2.0 | ✗ | ✗ |
| SDK languages | 1 (Python) | — |
| Free plan | ✓ | ✗ |
| Free trial | ✓ | ✗ |
| Verified | ✗ | ✓ |
| Active deal | ✗ | ✗ |
Choose Nscale if price matters most — it starts at Enterprise · Contact sales, which is friendlier for teams watching burn. Both AI Infrastructure tools ship core features, so the cost delta often decides it for small teams and solo operators.
Choose Nscale if you want the most established option — it has raised $3.1B, suggesting more runway for enterprise features, support, and long-term roadmap. For mission-critical workflows or larger teams, that stability often outweighs a lower monthly price.
It depends on your priority. Liquid AI is the leaner option; Nscale has broader feature depth. See the side-by-side table above.
No — Nscale's cheapest paid plan is Enterprise · Contact sales, while Liquid AI's is Free.
Liquid AI: Yes, has a free plan. Nscale: Paid only.
Contextual paths to related AI startups, deals and rankings.